Bot traffic on affiliate CPI campaigns
Automated bots generate fake clicks and simulated install events on your CPI affiliate programme, claiming commission payouts for installs that no real user ever completed.
Trusted by leading brands worldwide
Bot-driven CPI fraud generates fake install attribution to extract commission from your UA budget
Bot fraud on CPI affiliate programmes operates across the full install attribution chain. Basic bot networks generate fraudulent clicks through affiliate tracking links, aiming to appear in your attribution model as the source of organic installs through click flooding. More sophisticated bot operations go further: they simulate the complete install flow, including app launch events and early in-app behaviour, to generate install events that register with your MMP as legitimate CPI attributions. Your programme pays commission for installs that involved no real user, no genuine app engagement, and no customer acquisition value.
The compounding effect of bot-driven CPI fraud on your UA programme is significant. Your install volumes and CPI appear healthy, masking the fact that a meaningful portion of your publisher-attributed installs are bot-generated. Your post-install data shows catastrophic engagement metrics for these cohorts: zero session activity, immediate churn, no in-app events. Your LTV projections and cohort analyses are built on a user base that includes a substantial proportion of bots, making your genuine user quality metrics impossible to calculate accurately without removing the fraudulent installs first.
How Tapper stops bot traffic on Affiliate cpi campaigns
Three steps from connection to clean campaign data, no engineering required.
01
Integrate your CPI affiliate tracking and MMP with Tapper
Tapper connects to your affiliate network and mobile measurement partner, monitoring every click and install event across your CPI programme for bot-generated fraudulent attribution.
02
Bot-generated install events detected through behavioural analysis
Each install event is evaluated for non-human signals: click-to-install timing anomalies, device signal inconsistencies, absence of genuine pre-install browsing behaviour, and post-install session patterns that distinguish bot simulation from real user engagement.
03
Bot-generated CPI installs excluded before commission is paid
Bot-attributed install events are flagged and rejected before commission calculations, protecting your CPI budget and ensuring publisher performance metrics for your UA programme reflect genuine user acquisition.
Bot traffic on Affiliate cpi campaigns by the numbers
Data from Tapper's platform analysis and published industry research.
10-15%
Of affiliate spend lost to fraud on average
28%
Of mobile installs are fraudulent globally on average
64%
Of affiliate programmes experience significant fraud
0.1%
Tapper false positive rate
Tapper vs Affiliate Network Fraud Detection
See exactly where the gaps are, and why they matter to your cpi campaigns performance.
Bot install detection for CPI programmes
Behavioural and device fingerprint analysis per install event
Known bad IP list matching only
Simulated in-app event detection
Identifies bot-generated post-install events before CPI commission triggers
Click-level detection only
MMP integration for CPI fraud
Compatible with AppsFlyer, Adjust, Kochava, Singular, and Branch
Network-native data only
Publisher-level CPI bot reporting
Per-publisher bot install breakdown for UA programme management
Programme-level aggregate only
Trusted by industry leaders
See how companies are protecting their ad budgets and improving ROI with Tapper.
“Tapper played a key role in improving the efficiency of Du's performance marketing activity by addressing traffic quality issues within campaigns. Following implementation, Du achieved a 13% reduction in CPA and an 8.6% increase in order rate, demonstrating a clear improvement in conversion quality and overall campaign effectiveness.”
Joseph Elbcherrawy
Client Leadership Director, Mindshare, a WPP Media Brand
“During our Tapper trial for INFINITI, we uncovered low-quality traffic that wasn't visible inside the platforms. Removing it delivered a 14% uplift in conversions and an 11.4% reduction in CPA - a meaningful efficiency gain for INFINITI's 2026 growth plans.”
David Barnes
Data & Technology Lead, Omnicom Group
“With Tapper's protection we were able to identify and block invalid clicks in real time. The impact was immediate as our cost per acquisition dropped by 30% and ROAS improved significantly. More importantly, Tapper gives us the confidence that our campaigns are reaching genuine customers, which makes it truly invaluable.”
Dimitris Bakas
Senior Performance Marketing, Public Group
“We started using Tapper to get better visibility on where our clicks were coming from, and ended up cutting wasted spend by over 12%. The performance uplift was clear, and for the first time, we could trust the numbers we were seeing. It's a total game-changer for campaign integrity.”
Stuart Parkin
Director of Operations, Regit
“Tapper's blocking technology purifies our paid media traffic which roughly equates to a 36x return against its subscription costs. It's certainly one of the easiest-to-implement tools in our entire marketing stack.”
Reno Mindemann
Head of Growth, Kama Capital
“We've been using Tapper for over a year now, and it has become a core part of how we run paid media. Invalid traffic was always something we knew existed but couldn't really act on. Tapper changed that. We're now saving up to $50K per year, and on PureSquare specifically, we saw around a 20% decrease in CPA. Based on these results, we decided to roll it out across other ventures under Disrupt as well.”
Nurkan Kirkan
GTM Consultant / Paid Growth, Disrupt.com
Trusted by leading brands worldwide
Frequently asked questions
Everything about bot traffic on Affiliate cpi campaigns.
Sophisticated bot networks simulate full app install sessions using automated scripts that replicate the device signals, app launch sequences, and early in-app interactions that your MMP expects from a genuine install. On programmes where post-install events are required for commission, bots additionally simulate tutorial completions, registration flows, or first session activities. The resulting attribution signal passes standard MMP fraud checks because the bot correctly replicates the expected technical signals.
Key indicators include publishers with very high install volumes but near-zero post-install engagement, install events with abnormal click-to-install timing distributions, device fingerprint anomalies across install clusters, and geographic concentrations inconsistent with the publisher's stated audience. Tapper provides per-publisher fraud scoring automatically across your full CPI publisher roster.
Yes. Tapper works alongside your MMP (AppsFlyer, Adjust, Kochava, Singular, or Branch) without replacing it. Our analysis adds a behavioural layer that examines post-install session quality and in-app engagement patterns, identifying bot-generated installs that pass MMP device-signal fraud rules by simulating the expected technical signals correctly.
Other fraud types on Affiliate cpi campaigns
CPI campaigns campaigns face multiple fraud threats. Tapper protects against all of them.
Stop bot traffic on your Affiliate cpi campaigns
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